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Deep Learning-Based Univariate Prediction of Daily Rainfall: Application to a Flood-Prone, Data-Deficient Country.
- Published in:
- Atmosphere, 2023, v. 14, n. 4, p. 632, doi. 10.3390/atmos14040632
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- Publication type:
- Article
Spatio-temporal characterization of Korean drought using severity-area-duration curve analysis.
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- Water & Environment Journal, 2011, v. 25, n. 1, p. 22, doi. 10.1111/j.1747-6593.2009.00184.x
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- Publication type:
- Article
Analysis of Weather Factors on Aircraft Cancellation using a Multilayer Complex Network.
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- Entropy, 2023, v. 25, n. 8, p. 1209, doi. 10.3390/e25081209
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- Publication type:
- Article
Optimal Stream Gauge Network Design Using Entropy Theory and Importance of Stream Gauge Stations.
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- Entropy, 2019, v. 21, n. 10, p. 991, doi. 10.3390/e21100991
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- Publication type:
- Article
Assessment of a Stream Gauge Network Using Upstream and Downstream Runoff Characteristics and Entropy.
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- Entropy, 2019, v. 21, n. 7, p. 673, doi. 10.3390/e21070673
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- Publication type:
- Article
Multi-site calibration using a grid-based event rainfall-runoff model: a case study of the upstream areas of the Nakdong River basin in Korea.
- Published in:
- Hydrological Processes, 2015, v. 29, n. 9, p. 2089, doi. 10.1002/hyp.10355
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- Publication type:
- Article
Flood simulation using the gauge-adjusted radar rainfall and physics-based distributed hydrologic model.
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- Hydrological Processes, 2008, v. 22, n. 22, p. 4400, doi. 10.1002/hyp.7043
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- Publication type:
- Article
Development of a Deep Learning-Based Prediction Model for Water Consumption at the Household Level.
- Published in:
- Water (20734441), 2022, v. 14, n. 9, p. 1512, doi. 10.3390/w14091512
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- Publication type:
- Article
Development of Simple Method for Flood Control Capacity Estimation of Dam in South Korea.
- Published in:
- Water (20734441), 2022, v. 14, n. 9, p. 1366, doi. 10.3390/w14091366
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- Publication type:
- Article
Inundation Analysis of Coastal Urban Area under Climate Change Scenarios.
- Published in:
- Water (20734441), 2022, v. 14, n. 7, p. 1159, doi. 10.3390/w14071159
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- Publication type:
- Article
Mega Flood Inundation Analysis and the Selection of Optimal Shelters.
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- Water (20734441), 2022, v. 14, n. 7, p. 1031, doi. 10.3390/w14071031
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- Publication type:
- Article
On Hypsometric Curve and Morphological Analysis of the Collapsed Irrigation Reservoirs.
- Published in:
- Water (20734441), 2022, v. 14, n. 6, p. 907, doi. 10.3390/w14060907
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- Publication type:
- Article
Improvement of Deep Learning Models for River Water Level Prediction Using Complex Network Method.
- Published in:
- Water (20734441), 2022, v. 14, n. 3, p. 466, doi. 10.3390/w14030466
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- Publication type:
- Article
Determining the Risk Level of Heavy Rain Damage by Region in South Korea.
- Published in:
- Water (20734441), 2022, v. 14, n. 2, p. 219, doi. 10.3390/w14020219
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- Publication type:
- Article
Multiple-Depth Soil Moisture Estimates Using Artificial Neural Network and Long Short-Term Memory Models.
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- Water (20734441), 2021, v. 13, n. 18, p. 2584, doi. 10.3390/w13182584
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- Publication type:
- Article
Deep Learning with Long Short Term Memory Based Sequence-to-Sequence Model for Rainfall-Runoff Simulation.
- Published in:
- Water (20734441), 2021, v. 13, n. 4, p. 437, doi. 10.3390/w13040437
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- Publication type:
- Article
Case Study: Reconstruction of Runoff Series of Hydrological Stations in the Nakdong River, Korea.
- Published in:
- Water (20734441), 2020, v. 12, n. 12, p. 3461, doi. 10.3390/w12123461
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- Publication type:
- Article
Prediction of Heavy Rain Damage Using Deep Learning.
- Published in:
- Water (20734441), 2020, v. 12, n. 7, p. 1942, doi. 10.3390/w12071942
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- Publication type:
- Article
Estimation of Temperature Recovery Distance and the Influence of Heat Pump Discharge on Fluvial Ecosystems.
- Published in:
- Water (20734441), 2020, v. 12, n. 4, p. 949, doi. 10.3390/w12040949
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- Publication type:
- Article
Development of Water Level Prediction Models Using Machine Learning in Wetlands: A Case Study of Upo Wetland in South Korea.
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- Water (20734441), 2020, v. 12, n. 1, p. 93, doi. 10.3390/w12010093
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- Publication type:
- Article
Development of Combined Heavy Rain Damage Prediction Models with Machine Learning.
- Published in:
- Water (20734441), 2019, v. 11, n. 12, p. 2516, doi. 10.3390/w11122516
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- Publication type:
- Article
Combination of Structural Measures for Flood Prevention in Anyangcheon River Basin, South Korea.
- Published in:
- Water (20734441), 2019, v. 11, n. 11, p. 2268, doi. 10.3390/w11112268
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- Publication type:
- Article
On Complex Network Construction of Rain Gauge Stations Considering Nonlinearity of Observed Daily Rainfall Data.
- Published in:
- Water (20734441), 2019, v. 11, n. 8, p. 1578, doi. 10.3390/w11081578
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- Publication type:
- Article
Hydrological Modeling Approach Using Radar-Rainfall Ensemble and Multi-Runoff-Model Blending Technique.
- Published in:
- Water (20734441), 2019, v. 11, n. 4, p. 850, doi. 10.3390/w11040850
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- Publication type:
- Article
Decomposition of Water Level Time Series of a Tidal River into Tide, Wave and Rainfall-Runoff Components.
- Published in:
- Water (20734441), 2018, v. 10, n. 11, p. 1568, doi. 10.3390/w10111568
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- Publication type:
- Article
Case Study: On Objective Functions for the Peak Flow Calibration and for the Representative Parameter Estimation of the Basin.
- Published in:
- Water (20734441), 2018, v. 10, n. 5, p. 614, doi. 10.3390/w10050614
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- Publication type:
- Article
Urban Drainage System Improvement for Climate Change Adaptation.
- Published in:
- Water (20734441), 2016, v. 8, n. 7, p. 268, doi. 10.3390/w8070268
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- Publication type:
- Article
Bivariate Drought Analysis Using Streamflow Reconstruction with Tree Ring Indices in the Sacramento Basin, California, USA.
- Published in:
- Water (20734441), 2016, v. 8, n. 4, p. 122, doi. 10.3390/w8040122
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- Publication type:
- Article
Assessment of the Impacts of Global Climate Change and Regional Water Projects on Streamflow Characteristics in the Geum River Basin in Korea.
- Published in:
- Water (20734441), 2016, v. 8, n. 3, p. 91, doi. 10.3390/w8030091
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- Publication type:
- Article
Application of the Entropy Method to Select Calibration Sites for Hydrological Modeling.
- Published in:
- Water (20734441), 2015, v. 7, n. 12, p. 6719, doi. 10.3390/w7126652
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- Publication type:
- Article
Sensitivity of Subjective Decisions in the GLUE Methodology for Quantifying the Uncertainty in the Flood Inundation Map for Seymour Reach in Indiana, USA.
- Published in:
- Water (20734441), 2014, v. 6, n. 7, p. 2104, doi. 10.3390/w6072104
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- Publication type:
- Article
Assessment of Meteorological Drought in Korea under Climate Change.
- Published in:
- Advances in Meteorology, 2016, p. 1, doi. 10.1155/2016/1879024
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- Publication type:
- Article
Statistical Modeling of Hydroclimatological Processes.
- Published in:
- 2016
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- Publication type:
- Editorial
Long-Term Simulation of Daily Streamflow Using Radar Rainfall and the SWAT Model: A Case Study of the Gamcheon Basin of the Nakdong River, Korea.
- Published in:
- Advances in Meteorology, 2016, p. 1, doi. 10.1155/2016/2485251
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- Publication type:
- Article
Identifying and Evaluating Chaotic Behavior in Hydro-Meteorological Processes.
- Published in:
- Advances in Meteorology, 2015, v. 2015, p. 1, doi. 10.1155/2015/195940
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- Publication type:
- Article
A Regionalization of Downscaled GCM Data Considering Geographical Features in a Mountainous Area.
- Published in:
- Advances in Meteorology, 2014, p. 1, doi. 10.1155/2014/473167
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- Publication type:
- Article
Noise Reduction Analysis of Radar Rainfall Using Chaotic Dynamics and Filtering Techniques.
- Published in:
- Advances in Meteorology, 2014, p. 1, doi. 10.1155/2014/517571
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- Publication type:
- Article
Understanding chaos in COVID-19 and its relationship to stringency index: Applications to large-scale and granular level prediction models.
- Published in:
- PLoS ONE, 2022, v. 17, n. 6, p. 1, doi. 10.1371/journal.pone.0268023
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- Publication type:
- Article
Analysis of rainfall relationships in East Asia using a complex network.
- Published in:
- Hydrology & Earth System Sciences Discussions, 2021, p. 1, doi. 10.5194/hess-2021-343
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- Publication type:
- Article
Dynamic characteristics of monthly rainfall in the Korean Peninsula under climate change.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2011, v. 25, n. 4, p. 613, doi. 10.1007/s00477-010-0425-9
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- Publication type:
- Article
Streamflow simulation and skewness preservation based on the bootstrapped stochastic models.
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- Stochastic Environmental Research & Risk Assessment, 2004, v. 18, n. 6, p. 386, doi. 10.1007/s00477-004-0212-6
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- Publication type:
- Article
Case Study: Development of the CNN Model Considering Teleconnection for Spatial Downscaling of Precipitation in a Climate Change Scenario.
- Published in:
- Sustainability (2071-1050), 2022, v. 14, n. 8, p. N.PAG, doi. 10.3390/su14084719
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- Publication type:
- Article
A Bayesian Network-Based Integrated for Flood Risk Assessment (InFRA).
- Published in:
- Sustainability (2071-1050), 2019, v. 11, n. 13, p. 3733, doi. 10.3390/su11133733
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- Publication type:
- Article
Sustainable Development of Water Resources: Spatio-Temporal Analysis of Water Stress in South Korea.
- Published in:
- Sustainability (2071-1050), 2018, v. 10, n. 10, p. 3795, doi. 10.3390/su10103795
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- Publication type:
- Article
COMBINATION OF UNIVARIATE LONG-SHORT TERM MEMORY NETWORK AND WAVELET TRANSFORM FOR PREDICTING DENGUE CASE DENSITY IN THE NATIONAL CAPITAL REGION, THE PHILIPPINES.
- Published in:
- Southeast Asian Journal of Tropical Medicine & Public Health, 2021, v. 52, n. 4, p. 479
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- Publication type:
- Article
Rainfall pattern analysis in 24 East Asian megacities using a complex network.
- Published in:
- Hydrology & Earth System Sciences, 2022, v. 26, n. 19, p. 4823, doi. 10.5194/hess-26-4823-2022
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- Publication type:
- Article
Scrub Typhus Incidence Modeling with Meteorological Factors in South Korea.
- Published in:
- International Journal of Environmental Research & Public Health, 2015, v. 12, n. 7, p. 7254, doi. 10.3390/ijerph120707254
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- Publication type:
- Article
Future Climate Data from RCP 4.5 and Occurrence of Malaria in Korea.
- Published in:
- International Journal of Environmental Research & Public Health, 2014, v. 11, n. 10, p. 10587, doi. 10.3390/ijerph111010587
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- Publication type:
- Article
Flood Inundation Analysis Considering Mega Floods.
- Published in:
- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article
Prediction and Evaluation of Hydro-Ecology, Functions, and Sustainability of A Wetland Under Climate Change.
- Published in:
- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article